Built in Gdańsk, Poland

Practical AI products for repetitive work.

Dimantika is a product studio in Gdańsk, Poland that builds software for high-friction workflows — the kind of work people do every day, manually, until something finally makes it go faster. Three products, two of them in beta, one engineering principle.

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3 products · 2 in betaGdańsk · 2024

Our products

Three products, one way of building.

We ship software for teams and creators who spend too many hours on work that shouldn't take hours. Each product is a focused bet on a single, repetitive workflow.

Clipwright.io

BETA

UGC video, made by your agent — a script goes in over MCP, the CLI, or REST, and a talking actor comes back.

~ $ clipwright make --script "…" --voice george

statescripting

statetts

stateavatar

statesucceeded

1080 × 1920 · no watermark · run_e9a3755…/final.mp4

Three ways to call it — MCP server, CLI, and REST, on one key
Priced per finished second, and a failed run before we pay a vendor costs you nothing
Nothing you asked for is dropped in silence — unmet parameters come back named

Accepting users Learn more

ViralFaceless.io

BETA

Text to short-form video — script, voiceover, visuals, captions, and music, in one workflow.

One prompt. Done.

Full pipeline: script, voice, visuals, captions, music in one pass
Built for faceless YouTube, TikTok, Reels creators
Batch generation — publish a week of shorts in an hour

Accepting users Learn more

CompliCode

PAUSED

Open-source license compliance for engineering teams — scan, detect, and resolve legal risk in your dependencies.

~/my-app $ complicode scan

✓reactMIT

✓typescriptApache-2.0

!mp3-durationGPL-3.0 · copyleft risk

~minimistISC · notice required

Scanned 1,247 packages · 3 flagged · 2.1s

Scans repos & package manifests — npm, pip, cargo, go mod
Surfaces copyleft, attribution, and policy violations early
Open-source core, built for software teams at any scale

Paused

Why Dimantika

One principle runs through every product.

Automate repetitive, high-friction work that people actually do. Not the hypothetical workflows in a pitch deck — the ones where the same human clicks the same sequence, five days a week.

Automate the tedious

We pick workflows where the unit economics already make sense. If it takes a person an hour today and a user will pay to get that hour back, it's on our list.

Ship and iterate

Code merged to the main branch reaches production the same day. Small releases keep disagreements cheap and feedback loops short. We'd rather ship the rough version of the right thing than the polished version of the wrong one.

AI as a multiplier

LLMs aren't the product — they're leverage over effort. We embed them where the ROI is measurable and obvious. Everywhere else, boring software wins.

Gdańsk, Poland — where Dimantika is built.

Gdańsk, Poland54.35° N, 18.65° E

About Dimantika

Founded in 2024, built in Gdańsk.

Dimantika Sp. z o.o. is a small Polish technology company. We build AI-assisted products end-to-end — from the research phase to the line of code that ships on a Tuesday.

Two founders, three products (two in beta, one paused), and a deliberate preference for doing less of anything that doesn't ship.

2024

Founded

Gdańsk

Poland · EU

Products shipping

Same day

Merge to production

Read our story

People behind Dimantika

Two founders and one AI teammate.

We keep the team small on purpose. Every person here — including the AI one — has a specific thing they own.

Dzmitry Vladyka

Co-founder · Product & Marketing

Leads product development and marketing, and manages the coding agents that build Clipwright and ViralFaceless.

Anzhalika Vladyka

Co-founder · Accounting & Administration

Helps with Dimantika's accounting and day-to-day company administration.

Lumik

AI teammate · CAO

Handles research, drafts, and the tedious middle of every project. Chief Automation Officer — the role that makes our principle a practice.

How we build

Practical engineering, not hype.

We pick boring infrastructure for load-bearing parts and interesting tools where they pay for themselves. Postgres for data. TypeScript for code. LLMs where the ROI is measurable, and never as decoration.

Fast iteration beats grand architecture every week. Ship the rough version, measure what happens, and earn the right to complicate things later.

TypeScriptNuxt 4Vue 3Tailwind 4PostgresPythonClaudeFastAPIRedisStripe

dimantika — how-we-build.sh

$# principles, not slogans

$echo "ship > plan"

→ ship > plan

$echo "boring infra, interesting products"

→ boring infra, interesting products

$echo "AI where the ROI is measurable"

→ AI where the ROI is measurable

$# 3 principles loaded · same-day releases · go.

Insights

Writing about what we learn building.

We publish what we actually figure out — AI automation that works, engineering decisions we'd do again, compliance patterns nobody else writes about.

AI & AutomationOct 2026

Blocking Agent Polling Got Us 273 'echo waiting' Turns

We blocked an agent's polling and it sent 273 echo turns. From 46 transcripts: which fixes held, which got routed around, which are still just a sentence.

A man with graying hair in a dark blazer holds up a bar chart with one blue bar, looking skeptical, in a sketched office.

AI & AutomationOct 2026

Our AI Agents Credited Charts to Data We Don't Have

Our AI pipeline put a source line under charts built on data we never had. Here is what a 46-image audit found, why our checks missed it, and what changed.

A worried man holds a blue puzzle piece beside a wooden board with circle, square and triangle cutouts.

EngineeringOct 2026

A New Enum Value Breaks Clients That Trusted Your List

A new enum value passes every schema diff and still breaks clients that validate responses. Read as text, send from a closed list, and mark it Breaking.

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Let's talk

Build something together.

Have a workflow that eats your team's hours? A product idea we should know about? A partnership that makes sense? Say hello — we reply within one business day.